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koelectra-NER-aihub
p3ngdump/koelectra-NER-aihub
koelectra-NER-aihub is a machine learning model from p3ngdump. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
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944 MB on disk
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At a glance
- License
- apache-2.0
- Model type
- electra
- Access
- Public
- Created
- Aug 22, 2024
- Updated
- Aug 23, 2024
- SHA
- 59d6e190
Model card
From the Hugging Face model README
f1 = 0.9200043328984737
loss = 0.06975816480398588
precision = 0.9169132501708561
recall = 0.923116327336858
precision recall f1-score support
AFW 0.81 0.77 0.79 10772
ANM 0.77 0.78 0.77 1951
CVL 0.89 0.93 0.91 202345
DAT 0.93 0.92 0.92 30297
EVT 0.82 0.89 0.85 2137
FLD 0.91 0.79 0.85 13902
LOC 0.96 0.94 0.95 20301
MAT 0.76 0.76 0.76 12840
NUM 0.83 0.87 0.85 67627
ORG 0.83 0.90 0.86 60966
PER 0.88 0.91 0.89 24411
PLT 0.87 0.87 0.87 2396
TIM 0.72 0.79 0.76 1389
TRM 0.94 0.93 0.93 1135765
micro avg 0.92 0.92 0.92 1587099
macro avg 0.85 0.86 0.86 1587099
weighted avg 0.92 0.92 0.92 1587099
- Type
- electra
- License
- apache-2.0
- Languages
- ko
- Created
- Aug 22, 2024
- Updated
- Aug 23, 2024